/tmp/ipykernel_7731/4293058459.py:21: FutureWarning: The `inplace` parameter in pandas.Categorical.reorder_categories is deprecated and will be removed in a future version. Reordering categories will always return a new Categorical object.
Turtle 38 RDF/XML Syntax 38 unknown 6 OWL/XML Syntax 2 Name: syntax, dtype: int64
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| AnnotationAssertion | 78 | 2813.416667 | 10841.236686 | 0.0 | 108.75 | 425.0 | 1864.75 | 96738.0 |
| Declaration | 78 | 662.345238 | 1362.990047 | 0.0 | 75.75 | 271.0 | 671.00 | 11135.0 |
| SubClassOf | 74 | 767.404762 | 2662.476296 | 0.0 | 19.75 | 166.0 | 608.50 | 23882.0 |
| ObjectPropertyRange | 67 | 37.000000 | 63.823741 | 0.0 | 6.75 | 23.5 | 42.50 | 520.0 |
| ObjectPropertyDomain | 66 | 34.535714 | 63.094965 | 0.0 | 4.75 | 21.0 | 41.75 | 517.0 |
| DataPropertyRange | 58 | 11.607143 | 24.183544 | 0.0 | 0.00 | 4.0 | 10.00 | 170.0 |
| SubObjectPropertyOf | 57 | 47.535714 | 93.327051 | 0.0 | 0.00 | 12.0 | 63.25 | 709.0 |
| InverseObjectProperties | 56 | 11.095238 | 21.587379 | 0.0 | 0.00 | 3.0 | 9.00 | 126.0 |
| DisjointClasses | 50 | 165.892857 | 1338.740300 | 0.0 | 0.00 | 1.0 | 15.75 | 12277.0 |
| DataPropertyDomain | 50 | 13.083333 | 35.518944 | 0.0 | 0.00 | 2.0 | 6.25 | 235.0 |
| ClassAssertion | 49 | 105.309524 | 414.406499 | 0.0 | 0.00 | 1.0 | 20.00 | 3053.0 |
| EquivalentClasses | 43 | 106.904762 | 671.273500 | 0.0 | 0.00 | 1.0 | 30.50 | 6147.0 |
| SubAnnotationPropertyOf | 42 | 7.595238 | 14.784491 | 0.0 | 0.00 | 0.5 | 10.25 | 85.0 |
| SubDataPropertyOf | 37 | 7.738095 | 27.844715 | 0.0 | 0.00 | 0.0 | 5.25 | 242.0 |
| TransitiveObjectProperty | 36 | 3.595238 | 7.186197 | 0.0 | 0.00 | 0.0 | 5.00 | 38.0 |
| AnnotationPropertyRangeOf | 32 | 3.000000 | 6.125200 | 0.0 | 0.00 | 0.0 | 2.00 | 30.0 |
| FunctionalDataProperty | 27 | 1.630952 | 4.356908 | 0.0 | 0.00 | 0.0 | 2.00 | 26.0 |
| SymmetricObjectProperty | 27 | 2.714286 | 6.128290 | 0.0 | 0.00 | 0.0 | 2.50 | 35.0 |
| FunctionalObjectProperty | 27 | 1.964286 | 3.983237 | 0.0 | 0.00 | 0.0 | 2.00 | 18.0 |
| InverseFunctionalObjectProperty | 26 | 1.095238 | 2.427846 | 0.0 | 0.00 | 0.0 | 1.00 | 12.0 |
| IrrefexiveObjectProperty | 24 | 3.011905 | 6.792083 | 0.0 | 0.00 | 0.0 | 1.00 | 35.0 |
| AsymmetricObjectProperty | 20 | 2.142857 | 5.176739 | 0.0 | 0.00 | 0.0 | 0.00 | 22.0 |
| DisjointUnion | 18 | 7.226190 | 21.206018 | 0.0 | 0.00 | 0.0 | 0.00 | 116.0 |
| ObjectPropertyAssertion | 18 | 148.690476 | 916.779762 | 0.0 | 0.00 | 0.0 | 0.00 | 8133.0 |
| SubPropertyChainOf | 16 | 3.119048 | 14.848962 | 0.0 | 0.00 | 0.0 | 0.00 | 120.0 |
| DataPropertyAssertion | 15 | 82.428571 | 440.711563 | 0.0 | 0.00 | 0.0 | 0.00 | 3617.0 |
| EquivalentObjectProperties | 9 | 0.845238 | 4.143493 | 0.0 | 0.00 | 0.0 | 0.00 | 36.0 |
| AnnotationPropertyDomain | 9 | 0.238095 | 0.913342 | 0.0 | 0.00 | 0.0 | 0.00 | 6.0 |
| DisjointObjectProperties | 9 | 0.654762 | 2.538826 | 0.0 | 0.00 | 0.0 | 0.00 | 17.0 |
| Rule | 8 | 0.952381 | 3.636842 | 0.0 | 0.00 | 0.0 | 0.00 | 25.0 |
| DifferentIndividuals | 7 | 0.476190 | 2.817656 | 0.0 | 0.00 | 0.0 | 0.00 | 25.0 |
| ReflexiveObjectProperty | 6 | 0.107143 | 0.439547 | 0.0 | 0.00 | 0.0 | 0.00 | 3.0 |
| SameIndividual | 3 | 1.690476 | 12.997661 | 0.0 | 0.00 | 0.0 | 0.00 | 118.0 |
| EquivalentDataProperties | 1 | 0.059524 | 0.545545 | 0.0 | 0.00 | 0.0 | 0.00 | 5.0 |
| NegativeObjectPropertyAssertion | 1 | 0.011905 | 0.109109 | 0.0 | 0.00 | 0.0 | 0.00 | 1.0 |
| DatatypeDefinition | 1 | 0.011905 | 0.109109 | 0.0 | 0.00 | 0.0 | 0.00 | 1.0 |
| DisjointDataProperties | 1 | 0.023810 | 0.218218 | 0.0 | 0.00 | 0.0 | 0.00 | 2.0 |
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| Class | 78 | 2902.142857 | 9316.024375 | 0.0 | 130.5 | 866.0 | 2211.50 | 78469.0 |
| ObjectUnionOf | 52 | 13.059524 | 20.773797 | 0.0 | 0.0 | 2.5 | 16.00 | 88.0 |
| ObjectAllValuesFrom | 47 | 16.738095 | 30.397415 | 0.0 | 0.0 | 2.5 | 18.25 | 162.0 |
| ObjectSomeValuesFrom | 46 | 289.488095 | 1818.007750 | 0.0 | 0.0 | 4.0 | 80.00 | 16614.0 |
| ObjectIntersectionOf | 40 | 99.428571 | 679.812453 | 0.0 | 0.0 | 0.0 | 15.50 | 6217.0 |
| ObjectExactCardinality | 34 | 3.988095 | 9.968014 | 0.0 | 0.0 | 0.0 | 3.00 | 66.0 |
| DataExactCardinality | 28 | 2.285714 | 4.325802 | 0.0 | 0.0 | 0.0 | 3.00 | 18.0 |
| ObjectComplementOf | 23 | 3.678571 | 19.909531 | 0.0 | 0.0 | 0.0 | 1.00 | 179.0 |
| DataSomeValuesFrom | 20 | 1.785714 | 4.962683 | 0.0 | 0.0 | 0.0 | 0.00 | 33.0 |
| DataAllValuesFrom | 19 | 0.714286 | 1.639655 | 0.0 | 0.0 | 0.0 | 0.00 | 9.0 |
| ObjectMinCardinality | 19 | 1.309524 | 3.620478 | 0.0 | 0.0 | 0.0 | 0.00 | 19.0 |
| ObjectHasValue | 18 | 5.809524 | 28.234592 | 0.0 | 0.0 | 0.0 | 0.00 | 211.0 |
| DataHasValue | 17 | 21.214286 | 67.300633 | 0.0 | 0.0 | 0.0 | 0.00 | 494.0 |
| ObjectMaxCardinality | 13 | 11.285714 | 97.537583 | 0.0 | 0.0 | 0.0 | 0.00 | 894.0 |
| ObjectOneOf | 9 | 3.654762 | 29.669868 | 0.0 | 0.0 | 0.0 | 0.00 | 272.0 |
| DataMinCardinality | 7 | 0.226190 | 1.434104 | 0.0 | 0.0 | 0.0 | 0.00 | 13.0 |
| DataMaxCardinality | 6 | 1.190476 | 6.825671 | 0.0 | 0.0 | 0.0 | 0.00 | 59.0 |
| ObjectHasSelf | 1 | 0.011905 | 0.109109 | 0.0 | 0.0 | 0.0 | 0.00 | 1.0 |
| ontology | score | score_dash | score_impact | |
|---|---|---|---|---|
| 57 | PROVO | 0.324 | 0.504 | 0.143 |
| 42 | OBO | 0.322 | 0.549 | 0.095 |
| 25 | FOAF | 0.309 | 0.333 | 0.286 |
| 27 | IAO | 0.296 | 0.593 | 0.000 |
| 43 | OEO | 0.285 | 0.571 | 0.000 |
| 15 | EMMO | 0.275 | 0.549 | 0.000 |
| 54 | PMDCO | 0.275 | 0.549 | 0.000 |
| 77 | nfdicore | 0.275 | 0.549 | 0.000 |
| 6 | CHAMEO | 0.275 | 0.549 | 0.000 |
| 59 | QUDT | 0.275 | 0.549 | 0.000 |
| 20 | EMMO_crystallography | 0.275 | 0.549 | 0.000 |
| 22 | EMMO_mechanical_testing | 0.264 | 0.527 | 0.000 |
| 21 | EMMO_mappings | 0.252 | 0.504 | 0.000 |
| 2 | BWMD-DOMAIN | 0.252 | 0.504 | 0.000 |
| 62 | SEMMD | 0.252 | 0.504 | 0.000 |
| 19 | EMMO_atomistic | 0.252 | 0.504 | 0.000 |
| 18 | EMMO_Datamodel | 0.252 | 0.504 | 0.000 |
| 4 | CCO | 0.252 | 0.504 | 0.000 |
| 3 | BWMD-MID | 0.252 | 0.504 | 0.000 |
| 46 | OIEmaterials | 0.241 | 0.482 | 0.000 |
| 71 | m4i | 0.241 | 0.482 | 0.000 |
| 61 | SAREF | 0.241 | 0.482 | 0.000 |
| 47 | OIEmodels | 0.241 | 0.482 | 0.000 |
| 45 | OIEmanufacturing | 0.241 | 0.482 | 0.000 |
| 0 | AMONTOLOGY | 0.234 | 0.467 | 0.000 |
| 39 | NPO | 0.234 | 0.467 | 0.000 |
| 31 | MDO | 0.234 | 0.467 | 0.000 |
| 12 | DEB | 0.234 | 0.467 | 0.000 |
| 67 | UO | 0.234 | 0.467 | 0.000 |
| 30 | MAMBO | 0.234 | 0.467 | 0.000 |
| 65 | SP | 0.234 | 0.467 | 0.000 |
| 23 | EMMO_microstructure | 0.234 | 0.467 | 0.000 |
| 64 | SO | 0.234 | 0.467 | 0.000 |
| 41 | OA | 0.222 | 0.444 | 0.000 |
| 35 | MSEO | 0.222 | 0.444 | 0.000 |
| 37 | MatOnto | 0.222 | 0.444 | 0.000 |
| 75 | mvc | 0.222 | 0.444 | 0.000 |
| 38 | MaterialsMine | 0.222 | 0.444 | 0.000 |
| 9 | CIF-core | 0.222 | 0.444 | 0.000 |
| 13 | DISO | 0.222 | 0.444 | 0.000 |
| 26 | GPO | 0.222 | 0.444 | 0.000 |
| 72 | mat | 0.222 | 0.444 | 0.000 |
| 40 | NanoMine | 0.222 | 0.444 | 0.000 |
| 29 | LPBFO | 0.219 | 0.438 | 0.000 |
| 34 | MOL_TENSILE | 0.219 | 0.438 | 0.000 |
| 82 | tribAIn | 0.219 | 0.438 | 0.000 |
| 1 | ASMO | 0.200 | 0.400 | 0.000 |
| 10 | CMSO | 0.200 | 0.400 | 0.000 |
| 14 | DSIM | 0.200 | 0.400 | 0.000 |
| 5 | CDCO | 0.200 | 0.400 | 0.000 |
| 79 | opmw | 0.200 | 0.400 | 0.000 |
| 28 | LDO | 0.200 | 0.400 | 0.000 |
| 76 | mwo | 0.200 | 0.400 | 0.000 |
| 53 | PLDO | 0.200 | 0.400 | 0.000 |
| 24 | EXPO | 0.200 | 0.400 | 0.000 |
| 7 | CHEMINF | 0.200 | 0.400 | 0.000 |
| 80 | periodictable | 0.200 | 0.400 | 0.000 |
| 68 | WILD | 0.200 | 0.400 | 0.000 |
| 51 | P-Plan | 0.200 | 0.400 | 0.000 |
| 55 | PODO | 0.200 | 0.400 | 0.000 |
| 63 | SKOS_MDO | 0.189 | 0.378 | 0.000 |
| 33 | MOL_BRINELL | 0.189 | 0.378 | 0.000 |
| 44 | OIEcharacterisation-methods | 0.189 | 0.378 | 0.000 |
| 66 | SSN | 0.189 | 0.378 | 0.000 |
| 56 | PRIMA | 0.189 | 0.378 | 0.000 |
| 36 | MSLE | 0.189 | 0.378 | 0.000 |
| 81 | ssos | 0.189 | 0.378 | 0.000 |
| 48 | OIEsoftware | 0.189 | 0.378 | 0.000 |
| 50 | OSMO | 0.189 | 0.378 | 0.000 |
| 69 | bmo | 0.189 | 0.378 | 0.000 |
| 32 | MDS | 0.189 | 0.378 | 0.000 |
| 11 | CSO | 0.167 | 0.333 | 0.000 |
| 73 | matinfo | 0.167 | 0.333 | 0.000 |
| 60 | QUDV | 0.167 | 0.333 | 0.000 |
| 78 | ontorule | 0.155 | 0.311 | 0.000 |
| 83 | vimmp | 0.000 | 0.000 | 0.000 |
| 74 | metal-alloy | 0.000 | 0.000 | 0.000 |
| 49 | OM | 0.000 | 0.000 | 0.000 |
| 70 | enanomapper | 0.000 | 0.000 | 0.000 |
| 8 | CHMO | 0.000 | 0.000 | 0.048 |
| 58 | Photovoltaics | 0.000 | 0.000 | 0.000 |
| 52 | PATO | 0.000 | 0.000 | 0.107 |
| 16 | EMMO_BVC | 0.000 | 0.000 | 0.000 |
| 17 | EMMO_BattINFO | 0.000 | 0.000 | 0.000 |
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| score | 84.0 | 0.201631 | 0.078117 | 0.0 | 0.189 | 0.222 | 0.241 | 0.324 |
| score_dash | 84.0 | 0.396833 | 0.151006 | 0.0 | 0.378 | 0.441 | 0.482 | 0.593 |
| score_impact | 84.0 | 0.008083 | 0.037950 | 0.0 | 0.000 | 0.000 | 0.000 | 0.286 |